@article{mitsenhancedtreesearchreasoningforllmsvi, title = {MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information}, author = {Jiaxi Li and Yucheng Shi and Xiao Huang and Jin Lu and Ninghao Liu}, year = {2025}, eprint = {2510.03632}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.03632}, }